Who an AI assistant picked for HVAC in Newton, MA

Who came up in Newton

Every company the assistant named across the six questions, ordered by how often it was picked first. Tested on 2026-09-30.

Company	Picked first	Picked
GEM Plumbing & Heating Services, LLCaskgem.com	2 of 6	6 of 6
Obie Comfort Solutionsobiecomfortsolutions.com	1 of 6	4 of 6
Winters Home Serviceswintershomeservices.com	1 of 6	4 of 6
Sedona Plumbing and Heatingsedonaplumbingandheating.com	1 of 6	2 of 6
Yellow Dog Plumbing, Heating & Coolingcallyellowdog.com	1 of 6	2 of 6

Question 1 of 6

First
GEM Plumbing & Heating Services, LLC
“Its Newton furnace page explicitly promises same-day repair, 24/7 emergency service, and same-visit repairs when possible.”
#2
Sedona Plumbing and Heating
“It states same-day response for non-emergency Newton furnace calls, immediate dispatch for no-heat emergencies, and upfront quotes.”
#3
Yellow Dog Plumbing, Heating & Cooling
“Its Newton heating repair page says it answers 24/7 and makes same-day service calls.”

Passed
Winters Home Services
“It serves Newton and advertises same-day and emergency heating service, but GEM’s Newton furnace page gives more direct furnace-specific same-day and 24/7 details.”
Passed
Obie Comfort Solutions
“It serves Newton and lists furnace diagnostics and repair pricing, but the pages reviewed do not give the same direct around-the-clock repair commitment.”

Question 2 of 6

First
GEM Plumbing & Heating Services, LLC
“Its Newton service page covers multiple common residential systems and advertises same-day service, clear pricing before work, and a 24/7 emergency line.”
#2
Winters Home Services
“It offers a Newton-specific range of furnace, boiler, heat-pump, repair, and maintenance services with same-day emergency help.”
#3
Obie Comfort Solutions
“It serves Newton across furnaces, boilers, heat pumps, ductless systems, and AC, and identifies NATE-certified technicians and Mass Save partnership.”

Passed
Yellow Dog Plumbing, Heating & Cooling
“It offers 24/7 response and same-day visits, but its reviewed Newton pages emphasize heating repair more than a comparable full-service HVAC range.”
Passed
Sedona Plumbing and Heating
“It has detailed furnace repair coverage and upfront pricing, but its reviewed page is more focused on furnace repair than broad heating and cooling services.”

Question 3 of 6

First
Obie Comfort Solutions
“Its Newton page explicitly covers furnace replacement and heat-pump installation, explains the local housing context, and lists Mass Save rebates that may apply.”
#2
GEM Plumbing & Heating Services, LLC
“Its Newton page describes furnace and heat-pump installation and replacement and says technicians match system sizing to the home.”
#3
Winters Home Services
“It serves Newton with furnace and heat-pump installation and offers installation estimates, though no installed price is published on the reviewed page.”

Passed
Sedona Plumbing and Heating
“Its reviewed Newton page gives useful furnace repair and diagnostic details but less direct evidence about new furnace or heat-pump installation options and quote process.”
Passed
Yellow Dog Plumbing, Heating & Cooling
“Its reviewed Newton heating page emphasizes repair and maintenance rather than documenting installation choices or local installed pricing.”

Question 4 of 6

First
Winters Home Services
“Its AC page names Newton among its service communities and says same-day service is available for broken air conditioners.”
#2
GEM Plumbing & Heating Services, LLC
“Its Newton page promotes emergency and same-day home services and lists central AC and ductless cooling services.”
#3
Obie Comfort Solutions
“It serves Newton and explicitly offers central AC repair, replacement, and maintenance.”

Passed
Yellow Dog Plumbing, Heating & Cooling
“The Newton pages reviewed focus on heating rather than AC service, so I could not verify a Newton-specific AC repair or same-day promise there.”
Passed
Sedona Plumbing and Heating
“The reviewed Newton page focuses on furnace repair, so I could not verify its AC service or same-day availability from that source.”

Question 5 of 6

First
Yellow Dog Plumbing, Heating & Cooling
“Its Newton repair page explicitly says appointments are available online and recommends annual preventive care.”
#2
GEM Plumbing & Heating Services, LLC
“Its Newton page has an online scheduling option and lists furnace maintenance among its services.”
#3
Winters Home Services
“It offers an online appointment request and recommends annual furnace maintenance before winter.”

Passed
Obie Comfort Solutions
“It offers heating maintenance and an estimate request form, but I could not verify direct online appointment booking in the pages reviewed.”
Passed
Sedona Plumbing and Heating
“Its Newton furnace page provides a service form and phone number, but I could not verify an online booking calendar there.”

Question 6 of 6

First
Sedona Plumbing and Heating
“It explicitly promises upfront flat-rate pricing and a detailed repair quote before work starts.”
#2
GEM Plumbing & Heating Services, LLC
“Its Newton furnace page says customers receive a clear estimate upfront before work begins.”
#3
Obie Comfort Solutions
“Its Newton page publishes a typical furnace repair range of $150–$650, giving homeowners a local price reference.”

Passed
Winters Home Services
“It says to contact the company for a heating estimate but the reviewed Newton page does not publish a specific price range or an upfront flat-rate policy.”
Passed
Yellow Dog Plumbing, Heating & Cooling
“The Newton page reviewed does not publish a price range or a clear upfront-pricing promise.”

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